{"citations":{"source_mix":{"company_owned":23,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":2},"total_sources":36,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms for Recommendation Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Recommendation Tracking","subject":"Scrunch AI","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch AI","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch AI","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Scrunch AI","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Scrunch AI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-tracking/scrunch-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-tracking/scrunch-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-1FD5D64491EF","title":"Scrunch AI for AI Visibility Platforms for Recommendation Tracking: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-19 11:42:31.246739+00","research_date":"2026-09-19","source_snapshot_sha256":"082d6ab599df888de859d4e7245b9ff324d1b7822f0822ddc916ddf6f1354de4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch AI is a good but not certain fit for AI Visibility Platforms for Recommendation Tracking. Three of the seven included platforms named Scrunch AI during the ranking stage (anthropic, google, perplexity), and five of seven rated it a good fit while one rated it weak and one uncertain. Its strongest reason to consider it is documented position-based visibility tracking — presence, answer position, citations, sentiment, and competitive share of voice across major AI platforms (openai:scrunchmonitoringguide, anthropic:citation1). The main limitation is that no reviewed source clearly…","target_buyer":"Company or marketing team seeking AI Visibility Platforms for Recommendation Tracking","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Distinguish recommendations from simple mentions or citations","measure recommendation coverage and position","benchmark competitors","and track changes over time"],"geography":"United States","slug":"best-ai-visibility-platforms-for-recommendation-tracking","title":"Best AI Visibility Platforms for Recommendation Tracking","use_case":"AI Visibility Platforms for Recommendation Tracking"}}